Active Appearance Models

?We describe a new method of matching statistical models of appearance to images. A set of model parameters control modes of shape and gray-level variation learned from a training set. We construct an efficient iterative matching algorithm by learning the relationship between perturbations in the model parameters and the induced image errors.

• Type: Conference
• Year: 1998
• Where: ECCV
• Authors: Timothy F. Cootes, Gareth J. Edwards, Christopher J. Taylor
• Keywords: Computer Vision, ECCV 1998, Gray-level Variation, Iterative Matching Algorithm, Model Parameters, Parameters Control Modes